What AI assistants actually recommend when buyers ask about ai tools for academic and scientific researchers — measured weekly across 3 engines, published as open data.
Updated 2026-08-02 · 49 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Sample: 49 AI answers · Window: Jul 5, 2026 – Aug 2, 2026 (4-week rolling) · trend vs prior 4 weeks (44 answers)
Across 49 sampled AI answers from 3 engines, SciSpace is recommended most often — appearing in 71.4% of recommendations, followed by Elicit (67.3%) and Semantic Scholar (65.3%).
This is a measurement of share of voice across 3 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | SciSpace scispace.com Best for: AI recommends SciSpace most when buyers ask “which AI research tool is best for STEM researchers vs social science researchers” (88.9% of those answers) | 71.4% 95% CI 57.6–82.2% 35 mentions · avg pos 4 first pick 8.6% | — | GEMINI 71.4%CLAUDE 57.1%PERPLEXITY 76.2% | Claim |
| 2 | Elicit elicit.org Best for: AI recommends Elicit most when buyers ask “alternatives to the main AI research assistant platforms for academics” (88.9% of those answers) | 67.3% 95% CI 53.4–78.8% 33 mentions · avg pos 2.7 first pick 33.3% | — | GEMINI 66.7%CLAUDE 71.4%PERPLEXITY 66.7% | Claim |
| 3 | Semantic Scholar semanticscholar.org Best for: AI recommends Semantic Scholar most when buyers ask “alternatives to the main AI research assistant platforms for academics” (100% of those answers) | 65.3% 95% CI 51.3–77.1% 32 mentions · avg pos 4.1 first pick 28.1% | — | GEMINI 66.7%CLAUDE 71.4%PERPLEXITY 61.9% | Claim |
| 4 | Synthesis Best for: AI recommends Synthesis most when buyers ask “best AI assistant for literature reviews and research synthesis” (100% of those answers) | 63.3% 95% CI 49.3–75.3% 31 mentions · avg pos 3.9 first pick 19.4% | — | GEMINI 61.9%CLAUDE 85.7%PERPLEXITY 57.1% | Claim |
| 5 | Consensus Best for: AI recommends Consensus most when buyers ask “alternatives to the main AI research assistant platforms for academics” (88.9% of those answers) | 61.2% 95% CI 47.2–73.6% 30 mentions · avg pos 3.5 first pick 6.7% | — | GEMINI 71.4%CLAUDE 42.9%PERPLEXITY 57.1% | Claim |
| 6 | Research Rabbit researchrabbitapp.com Best for: AI recommends Research Rabbit most when buyers ask “best AI assistant for literature reviews and research synthesis” (100% of those answers) | 57.1% 95% CI 43.3–70% 28 mentions · avg pos 5.1 first pick 17.9% | — | GEMINI 57.1%CLAUDE 71.4%PERPLEXITY 52.4% | Claim |
| 7 | Paperguide paperguide.ai Best for: AI recommends Paperguide most when buyers ask “alternatives to the main AI research assistant platforms for academics” (88.9% of those answers) | 51% 95% CI 37.5–64.4% 25 mentions · avg pos 5.2 first pick 20% | — | GEMINI 52.4%CLAUDE 42.9%PERPLEXITY 52.4% | Claim |
| 8 | Notebook LM notebooklm.google.com Best for: AI recommends Notebook LM most when buyers ask “alternatives to the main AI research assistant platforms for academics” (77.8% of those answers) | 46.9% 95% CI 33.7–60.6% 23 mentions · avg pos 9.1 first pick 0% | — | GEMINI 33.3%CLAUDE 57.1%PERPLEXITY 57.1% | Claim |
| 9 | Litmaps Best for: AI recommends Litmaps most when buyers ask “how do I use AI to find relevant citations for a research paper” (66.7% of those answers) | 38.8% 95% CI 26.4–52.8% 19 mentions · avg pos 6.9 first pick 0% | — | GEMINI 38.1%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 10 | Scite scite.ai Best for: AI recommends Scite most when buyers ask “alternatives to the main AI research assistant platforms for academics” (77.8% of those answers) | 36.7% 95% CI 24.7–50.7% 18 mentions · avg pos 3.8 first pick 11.1% | — | GEMINI 28.6%CLAUDE 57.1%PERPLEXITY 38.1% | Claim |
| 11 | Paperpal paperpal.com Best for: AI recommends Paperpal most when buyers ask “best AI tools for academic researchers” (77.8% of those answers) | 36.7% 95% CI 24.7–50.7% 18 mentions · avg pos 8.2 first pick 0% | — | GEMINI 38.1%CLAUDE 28.6%PERPLEXITY 38.1% | Claim |
| 12 | Atlas atlasworkspace.ai Best for: AI recommends Atlas most when buyers ask “alternatives to the main AI research assistant platforms for academics” (88.9% of those answers) | 34.7% 95% CI 22.9–48.7% 17 mentions · avg pos 12.4 first pick 5.9% | — | GEMINI 47.6%CLAUDE 42.9%PERPLEXITY 19% | Claim |
| 13 | Connected Papers connectedpapers.com Best for: AI recommends Connected Papers most when buyers ask “alternatives to the main AI research assistant platforms for academics” (77.8% of those answers) | 26.5% 95% CI 16.2–40.3% 13 mentions · avg pos 7.7 first pick 0% | — | GEMINI 28.6%CLAUDE 28.6%PERPLEXITY 23.8% | Claim |
| 14 | NVivo qsrinternational.com Best for: AI recommends NVivo most when buyers ask “best AI tools for academic researchers” (77.8% of those answers) | 26.5% 95% CI 16.2–40.3% 13 mentions · avg pos 13.8 first pick 0% | — | GEMINI 42.9%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 15 | Grammarly grammarly.com Best for: AI recommends Grammarly most when buyers ask “best AI tools for academic researchers” (77.8% of those answers) | 22.4% 95% CI 13–35.9% 11 mentions · avg pos 13.5 first pick 0% | — | GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 16 | Atlas.ti atlasti.com Best for: AI recommends Atlas.ti most when buyers ask “best AI tools for academic researchers” (66.7% of those answers) | 22.4% 95% CI 13–35.9% 11 mentions · avg pos 16.1 first pick 0% | — | GEMINI 33.3%CLAUDE 28.6%PERPLEXITY 9.5% | Claim |
| 17 | QuillBot quillbot.com Best for: AI recommends QuillBot most when buyers ask “alternatives to the main AI research assistant platforms for academics” (33.3% of those answers) | 20.4% 95% CI 11.5–33.6% 10 mentions · avg pos 13.1 first pick 10% | — | GEMINI 38.1%PERPLEXITY 9.5% | Claim |
| 18 | Scholarcy Best for: AI recommends Scholarcy most when buyers ask “what AI tool should I use to summarize and organize research papers” (100% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 6.4 first pick 33.3% | — | GEMINI 23.8%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 19 | Sourcely sourcely.net Best for: AI recommends Sourcely most when buyers ask “what AI tool should I use to summarize and organize research papers” (55.6% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 8.2 first pick 11.1% | — | GEMINI 19%CLAUDE 14.3%PERPLEXITY 19% | Claim |
| 20 | Zotero zotero.org Best for: AI recommends Zotero most when buyers ask “alternatives to the main AI research assistant platforms for academics” (44.4% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 8.5 first pick 0% | — | GEMINI 33.3%CLAUDE 14.3%PERPLEXITY 4.8% | Claim |
| 21 | Citavi Best for: AI recommends Citavi most when buyers ask “best AI tools for academic researchers” (66.7% of those answers) | 18.4% 95% CI 10–31.4% 9 mentions · avg pos 16 first pick 0% | — | GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 9.5% | Claim |
| 22 | SciSummary scisummary.com Best for: AI recommends SciSummary most when buyers ask “what AI tool should I use to summarize and organize research papers” (55.6% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 7.6 first pick 0% | — | GEMINI 14.3%PERPLEXITY 19% | Claim |
| 23 | Jenni AI jenni.ai Best for: AI recommends Jenni AI most when buyers ask “best AI tools for academic researchers” (33.3% of those answers) | 14.3% 95% CI 7.1–26.7% 7 mentions · avg pos 9.4 first pick 0% | — | GEMINI 19%PERPLEXITY 14.3% | Claim |
| 24 | R Discovery Best for: AI recommends R Discovery most when buyers ask “best AI assistant for literature reviews and research synthesis” (44.4% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 5.6 first pick 0% | — | GEMINI 23.8%PERPLEXITY 4.8% | Claim |
| 25 | Mendeley mendeley.com Best for: AI recommends Mendeley most when buyers ask “how do I use AI to find relevant citations for a research paper” (44.4% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 10 first pick 0% | — | GEMINI 28.6% | Claim |
| 26 | Writefull writefull.com Best for: AI recommends Writefull most when buyers ask “best AI tools for academic researchers” (33.3% of those answers) | 12.2% 95% CI 5.7–24.2% 6 mentions · avg pos 14 first pick 0% | — | GEMINI 28.6% | Claim |
| 27 | PapersFlow papersflow.ai Best for: AI recommends PapersFlow most when buyers ask “which AI research tool is best for STEM researchers vs social science researchers” (55.6% of those answers) | 10.2% 95% CI 4.4–21.8% 5 mentions · avg pos 7.3 first pick 20% | — | GEMINI 14.3%PERPLEXITY 9.5% | Claim |
| 28 | Google Scholar scholar.google.com Best for: AI recommends Google Scholar most when buyers ask “how do I use AI to find relevant citations for a research paper” (33.3% of those answers) | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 8 first pick 0% | — | GEMINI 4.8%PERPLEXITY 14.3% | Claim |
| 29 | Cursor cursor.sh | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 8.7 first pick 0% | — | GEMINI 4.8%PERPLEXITY 14.3% | Claim |
| 30 | Trinka trinka.ai | 8.2% 95% CI 3.2–19.2% 4 mentions · avg pos 13 first pick 0% | — | GEMINI 14.3%PERPLEXITY 4.8% | Claim |
| 31 | Rayyan rayyan.qcri.org | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 14.3% | Claim |
| 32 | PubMed pubmed.ncbi.nlm.nih.gov Best for: AI recommends PubMed most when buyers ask “how do I use AI to find relevant citations for a research paper” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 9.5%PERPLEXITY 4.8% | Claim |
| 33 | Wolfram Alpha wolframalpha.com Best for: AI recommends Wolfram Alpha most when buyers ask “which AI research tool is best for STEM researchers vs social science researchers” (44.4% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 6 first pick 0% | — | GEMINI 4.8%PERPLEXITY 9.5% | Claim |
| 34 | Thesify thesify.ai Best for: AI recommends Thesify most when buyers ask “best AI tools for academic researchers” (55.6% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 18 first pick 0% | — | GEMINI 4.8%PERPLEXITY 9.5% | Claim |
| 35 | MAXQDA maxqda.com Best for: AI recommends MAXQDA most when buyers ask “which AI research tool is best for STEM researchers vs social science researchers” (33.3% of those answers) | 6.1% 95% CI 2.1–16.5% 3 mentions · avg pos 24 first pick 0% | — | GEMINI 14.3% | Claim |
| 36 | Granted AI grantedai.com Best for: AI recommends Granted AI most when buyers ask “how can AI help scientists write grant proposals faster” (55.6% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 1 first pick 50% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 37 | OpenAI Deep Research | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 1 first pick 50% | — | PERPLEXITY 9.5% | Claim |
| 38 | ResearchPal | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 3.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 39 | Scite.ai | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 3.5 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 40 | BibTeX | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 41 | Covidence covidence.org | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 5 first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 42 | AnswerThis | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 5.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 43 | DataRobot datarobot.com | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 5.5 first pick 50% | — | GEMINI 9.5% | Claim |
| 44 | Undermind | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 9.5% | Claim |
| 45 | Zendy | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 46 | Explainpaper | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 47 | Trinka AI | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 11.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 48 | SPSS | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 24 first pick 0% | — | GEMINI 9.5% | Claim |
| 49 | Zerve zerve.ai | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 25.5 first pick 0% | — | GEMINI 9.5% | Claim |
| 50 | ChatPDF | 4.1% 95% CI 1.1–13.7% 2 mentions · avg pos 30 first pick 0% | — | GEMINI 4.8%PERPLEXITY 4.8% | Claim |
| 51 | Gemini Deep Research | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 52 | Lindy.ai lindy.ai Best for: AI recommends Lindy.ai most when buyers ask “what AI tool should I use to summarize and organize research papers” (33.3% of those answers) | 4.1% 95% CI 1.1–13.7% 2 mentions first pick 0% | — | PERPLEXITY 9.5% | Claim |
| 53 | Instrumentl | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 4.8% | Claim |
| 54 | TLDR This | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 1 first pick 100% | — | PERPLEXITY 4.8% | Claim |
| 55 | Avidnote | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 4.8% | Claim |
| 56 | Consensus.app consensus.app | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 4.8% | Claim |
| 57 | Notion notion.so | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3% | Claim |
| 58 | Obsidian obsidian.md | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 3 first pick 0% | — | CLAUDE 14.3% | Claim |
| 59 | Amazon Q Developer | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 60 | Bohrium | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 4.8% | Claim |
| 61 | Coefficient coefficient.io | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 4.8% | Claim |
| 62 | DataGPT | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 4.8% | Claim |
| 63 | Listen Labs listenlabs.ai Best for: AI recommends Listen Labs most when buyers ask “alternatives to the main AI research assistant platforms for academics” (44.4% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 4.8% | Claim |
| 64 | PICO Portal | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 65 | PopAi | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 66 | ScienceOS scienceos.ai | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 4.8% | Claim |
| 67 | Mindgrasp AI | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 4.8% | Claim |
| 68 | Overleaf overleaf.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 9 first pick 0% | — | GEMINI 4.8% | Claim |
| 69 | OpenRead openread.academy | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 12 first pick 0% | — | GEMINI 4.8% | Claim |
| 70 | Jasper jasper.ai | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 4.8% | Claim |
| 71 | StudyTexter | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 14 first pick 0% | — | GEMINI 4.8% | Claim |
| 72 | RefWorks refworks.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 18 first pick 0% | — | GEMINI 4.8% | Claim |
| 73 | Paperpile paperpile.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 27 first pick 0% | — | GEMINI 4.8% | Claim |
| 74 | Microsoft Power BI powerbi.microsoft.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 29 first pick 0% | — | GEMINI 4.8% | Claim |
| 75 | Tableau tableau.com | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 29 first pick 0% | — | GEMINI 4.8% | Claim |
| 76 | Iris.ai iris.ai | 2% 95% CI 0.4–10.7% 1 mentions · avg pos 33 first pick 0% | — | GEMINI 4.8% | Claim |
| 77 | DigitalOcean digitalocean.com Best for: AI recommends DigitalOcean most when buyers ask “alternatives to the main AI research assistant platforms for academics” (44.4% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 78 | Google Colab colab.research.google.com | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 79 | Grant Assistant Respond grantassistant.ai Best for: AI recommends Grant Assistant Respond most when buyers ask “how can AI help scientists write grant proposals faster” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 80 | Grant Assistant by FreeWill nonprofits.freewill.com Best for: AI recommends Grant Assistant by FreeWill most when buyers ask “how can AI help scientists write grant proposals faster” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 81 | Grantable grantable.co Best for: AI recommends Grantable most when buyers ask “how can AI help scientists write grant proposals faster” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 82 | Grantboost grantboost.io Best for: AI recommends Grantboost most when buyers ask “how can AI help scientists write grant proposals faster” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 83 | Jotform jotform.com Best for: AI recommends Jotform most when buyers ask “best AI tools for academic researchers” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 84 | Kindsight kindsight.io Best for: AI recommends Kindsight most when buyers ask “how can AI help scientists write grant proposals faster” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 85 | NotePT.io notegpt.io Best for: AI recommends NotePT.io most when buyers ask “what AI tool should I use to summarize and organize research papers” (33.3% of those answers) | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
| 86 | Venngage venngage.com | 2% 95% CI 0.4–10.7% 1 mentions first pick 0% | — | PERPLEXITY 4.8% | Claim |
Reading the numbers: Share is a point estimate on 49 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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